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帕金森病中小脑经颅电刺激对手部震颤影响的建模

Modeling of cerebellar transcranial electrical stimulation effects on hand tremor in Parkinson's disease.

作者信息

Rahimi Soraya, Towhidkhah Farzad, Baghdadi Golnaz, Forogh Bijan, Saadat Payam, Soleimani Ghazaleh, Habibi Seyed Amirhassan

机构信息

Department of Biomedical Engineering, Amirkabir University of Technology, Tehran, Iran.

Department of Neuroscience, University of Montreal, Montreal, QC, Canada.

出版信息

Front Aging Neurosci. 2023 Nov 13;15:1187157. doi: 10.3389/fnagi.2023.1187157. eCollection 2023.

Abstract

INTRODUCTION

Parkinson's disease (PD) is a neurodegenerative disorder with different motor and neurocognitive symptoms. Tremor is a well-known symptom of this disease. Increasing evidence suggested that the cerebellum may substantially contribute to tremors as a clinical symptom of PD. However, the theoretical foundations behind these observations are not yet fully understood.

METHODS

In this study, a computational model is proposed to consider the role of the cerebellum and to show the effectiveness of cerebellar transcranial alternating current stimulation (tACS) on the rest tremor in participants with PD. The proposed model consists of the cortex, cerebellum, spinal circuit-muscular system (SC-MS), and basal ganglia blocks as the most critical parts of the brain, which are involved in generating rest tremors. The cortex, cerebellum, and SC-MS blocks were modeled using Van der Pol oscillators that interacted through synchronization procedures. Basal ganglia are considered as a regulator of the coupling weights defined between oscillators. In order to evaluate the global behavior of the model, we applied tACS on the cerebellum of fifteen PD patients for 15 min at each patient's peak frequency of their rest tremors. A tri-axial accelerometer recorded rest tremors before, during, and after the tACS.

RESULTS AND DISCUSSION

The simulation of the model provides a suggestion for the possible role of the cerebellum on rest tremors and how cerebellar tACS can affect these tremors. Results of human experiments also showed that the online and offline effects of cerebellar tACS could lead to the reduction of rest tremors significantly by about %76 and %68, respectively. Our findings suggest that the cerebellar tACS could serve as a reliable, therapeutic technique to suppress the PD tremor.

摘要

引言

帕金森病(PD)是一种具有不同运动和神经认知症状的神经退行性疾病。震颤是该疾病的一个众所周知的症状。越来越多的证据表明,小脑可能在很大程度上导致了作为PD临床症状的震颤。然而,这些观察结果背后的理论基础尚未完全理解。

方法

在本研究中,提出了一个计算模型来考虑小脑的作用,并展示小脑经颅交流电刺激(tACS)对PD患者静止性震颤的有效性。所提出的模型由大脑中最关键的部分组成,包括皮质、小脑、脊髓回路 - 肌肉系统(SC - MS)和基底神经节模块,它们参与产生静止性震颤。皮质、小脑和SC - MS模块使用通过同步程序相互作用的范德波尔振荡器进行建模。基底神经节被视为振荡器之间定义的耦合权重的调节器。为了评估模型的整体行为,我们在15名PD患者的小脑上以每位患者静止性震颤的峰值频率施加tACS,持续15分钟。一个三轴加速度计记录了tACS之前、期间和之后的静止性震颤。

结果与讨论

模型模拟为小脑在静止性震颤中的可能作用以及小脑tACS如何影响这些震颤提供了一个建议。人体实验结果还表明,小脑tACS的在线和离线效应分别可使静止性震颤显著减少约76%和68%。我们的研究结果表明,小脑tACS可作为一种可靠的治疗技术来抑制PD震颤。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f486/10679529/5dc7dfb06859/fnagi-15-1187157-g001.jpg

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